Fold 2 - Understanding why coefficient -1074684 was selected
Tag: DELICIOUS
Selected Coefficient: -1074684
Taxonomy Path: -0.0.73.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -1074684 | 1.000145 | -0.0.73.1 | -1.73.0.0 (-(571787 + 73*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| 89732 | 2.000000 | 9.2.13 | 13.2.9 (13*83^2 + 2*83 + 9) | No |
These are the training products that have the "DELICIOUS" tag (processing sequence 3574). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 89732 | none | 1164416 | OMEGA | ||
| 29578 | Arbequina Extra Virgin Olive Oil - 500g | 0 | VINEGAR | 1074684 | OIL, FUN | ||
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | -1074684 | DAIRY FREE | 0 | METABOLIC, POWDER, APPETITE |